Dr. Marcos Da Silveira


Contact information:
Dr. Marcos Da Silveira
Researcher
www.list.lu

Luxembourg Institute of Science and Technology
5, avenue des Hauts-Fourneaux
L-4362 Esch-sur-Alzette
Phone: +352 425991 2371
Fax:+352-425991-333

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Marcos Da Silveira is researcher at the Luxembourg Institute of Science and Technology (previously named Public Research Centre Henri Tudor) – IT for Innovative Services Dpt. His research interests include Dynamic Knowledge Representation and Maintenance, Artificial Intelligence, Web Semantics, and Data Privacy. The applications interests include eHealth platforms, Adaptive Careflow, and Decision Support Systems.
He obtained a Ph.D. in Industrial Informatics from Paul Sabatier University (France) in 2003, and carried out postdoctoral research at LAAS - CNRS (Laboratory for Analysis and Architecture of Systems - National Center for Scientific Research), group DISCO(Diagnosis, Supervision and Control). He worked as associate professor at the Pontifical Catholic University of Parana (PUCPR), in the Production and System Engineering (PPGEPS/PUCPR) group, in Brazil for 5 years and as a scientific collaborator in the University of Luxembourg for 2 years.

PhD and Post-Doc Advisoring

Post-Doc
  • Cédric Pruski (Post-Doc) - finished 2010
  • Rodrigo Bonacin (Post-Doc) - finished 2011
  • Asma Ben Abacha (Post-Doc) - finished 2014
  • Bah-Duy Dinh (Post-Doc) - finished 2015
PhD
  • Julio César dos Reis (PhD co-superviser) - finished 2014
  • Emna Mezghani (PhD co-superviser) - ongoing
  • Veruska Zamborlini (PhD co-superviser) - ongoing
  • Cassia Isac (PhD Committee)

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Recent Events Organization

Main Competences

Mapping Maintenance
E-Health Solutions
Knowledge Engineering
Semantic Interoperability
Ontology
Clinical Decision Support Systems

Other Competences

Hybrid Systems
Model Based Diagnosis
Autonomous Systems
Distributed Discrete Event Systems
Petri Nets
Supervision Systems
Informatics in Education

Current Projects

  • ELISA - Evolution of Semantic Annotations
  • SACCOM - Self- adaptation and Self- configuration of collaborative medical systems
  • METIS - Re-use of lightweight formalization of medical actions for semi-automatic guideline update and guideline personalization

Past Projects

Chair/Committees/Keynote

Keynote

“Challenges to define a national eHealth platform CAL'10”. CAL 2010, 4 Conférence sur les Architectures Logicielles, 9 - 12 March, Pau, France.

Guest Editor

  1. Mariagrazia Fugini, Marcos Da Silveira, Olga Nabuco, Rodrigo Bonacin, Nicoletta DessiFuture Generation Computer System: Special Issue on Semantic Technologies for Collaborative Web. In press 2015 (Preface)
  2. Olga Nabuco, Mariagrazia Fugini, Marcos Da Silveira, and Khalil Drira. “Choices and Internet Service Management”. International Journal of Web Portal, Vol. 3, issue 3, 2011 (Preface)
  3. Olga Nabuco, Mariagrazia Fugini, Marcos Da Silveira, and Khalil Drira. “Foreword Web2Touch:Living Experience Through the Web”. International Journal of Web Portal, Vol. 3, issue 1, 2011 (Preface)

Proceedings

  1. Marcos Da Silveira, Mariagrazia Fugini, Olga Nabuco, Rodrigo Bonacin. |Web2Touch 2014 in the 22th IEEE WetIce conference, June 23 - 25, 2014, Parma, Italy.
  2. Olga Nabuco, Mariagrazia Fugini, Marcos Da Silveira, Rodrigo Bonacin. Web2Touch 2012 in the 21th IEEE WetIce conference, June 25 - 27, 2012, Toulouse, France.
  3. Olga Nabuco, Mariagrazia Fugini, Marcos Da Silveira, Khalil Drira, and Rodrigo Bonacin. Workshop Web2Touch. In The 2010 NOTERE, May 29 - 30, 2010, Tozeur, Tunisia.
  4. Maria Beatriz Felgar de Toledo, Mariagrazia Fugini, Miriam Capretz, Olga Nabuco, Khalil Drira, and Marcos Da Silveira. Workshop Web2Touch. In The 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2009), September 15 - 18, 2009, Milan, Italy.

Journals & Book Chapters

  1. BEN ABACHA Asma, DOS REIS Julio C., MRABET Yassine, PRUSKI Cédric, DA SILVEIRA Marcos, «Towards Natural Language Question Generation for the Validation of Ontologies and Mappings». Accepted in Journal of Biomedical Semantics (IF: 1.62)
  2. ZAMBORLINI Veruska, HOEKSTRA Rinke, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank, «Inferring Recommendation Interactions in Clinical Guidelines: Case-studies on Multimorbidity». In Press, Semantic Web journal, 2016.
  3. DA SILVEIRA Marcos, DOS REIS Julio C., PRUSKI Cedric « Management of Dynamic Biomedical Terminologies: Current Status and Future Challenges ». Yearbook of Medical Informatics, Vol. 10, Issue 1, Pages 125-133, August 2015.
  4. MEZGHANI Emna, EXPOSITO Ernesto, DRIRA Khalil, DA SILVEIRA Marcos, PRUSKI Cédric « A Semantic Big Data Platform for Integrating Heterogeneous Wearable Data in Healthcare ». Journal of Medical Systems. DOI: 10.1007/s10916-015-0344-x (IF: 2.213)
  5. DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal « DyKOSMap: A Framework for Mapping Adaptation between Biomedical Knowledge Organization Systems » JBI - Journal of Biomedical Informatics, Vol. 55, Pages 153–173, June 2015. DOI: http://dx.doi.org/10.1016/j.jbi.2015.04.001 (IF: 2.131)
  6. DOS REIS Julio C., BA-Duy Dinh, DA SILVEIRA Marcos, PRUSKI Cedric, REYNAUD-DELAITRE Chantal « Recognizing lexical and semantic change patterns in evolving life science ontologies to inform mapping adaptation » Journal of Artificial Intelligence in Medicine (AIIM), Vol. 63, Issue 3, Pages 153–170, March 2015. DOI: http://dx.doi.org/10.1016/j.artmed.2014.11.002 (IF: 2.019)
  7. DINH Duy, DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal « Identifying relevant concept attributes to support mapping maintenance under ontology evolution » Journal of Web Semantics: Science, Services and Agents on the World Wide Web, vol 29, Pages 53–66, doi:10.1016/j.websem.2014.05.002 (IF: 2.550)
  8. MEZGHANI Emna, DA SILVEIRA Marcos, PRUSKI Cédric, EXPOSITO Ernesto, DRIRA Khalil, «A perspective of adaptation in healthcare». Studies in Health Technology and Informatics 2014, vol 205, pg. 206-210
  9. DOS REIS Julio C., BA-Duy Dinh, PRUSKI Cedric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, «The influence of similarity between concepts in evolving biomedical ontologies for mapping adaptation». Studies in Health Technology and Informatics, 2014, Vol 205, pgs 1003-1007.
  10. DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal « Understanding Semantic Mapping Evolution by Observing Changes in Biomedical Ontologies » JBI - Journal of Biomedical Informatics, vol. 47, pages 71-82, Feb. 2014 (IF: 2.131)
  11. BONACIN Rodrigo; PRUSKI Cedric; DA SILVEIRA, Marcos (2013). « Architecture and Services for Formalizing and Evaluating Care Actions from Computer-Interpretable Guidelines ». International Journal of Medical Engineering and Informatics, vol 5, issue 3, 2013.
  12. DA SILVEIRA, Marcos; COMBACAU, Michel (2006). « Supervision and Control of Heterarchical Discrete Event Systems ». (IFAC) Journal of Brazilian Society of Automatic Control (SBA), vol. 17 issue 1/2006.
  13. DA SILVEIRA, Marcos; COMBACAU, Michel; BOUFAIED, Amine (2003). « Prognosis and recovery evaluation in flexible manufacturing systems supervision ». Journal of Decision Systems, vol. 12. Issue 1/2003.


Book Chapter

2015
  1. DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, « The DyKOSMap approach for analyzing and supporting the mapping maintenance problem in biomedical Knowledge Organization Systems». Lecture Notes in Computer Science Volume 7540, 2015, pp 163-175, April 2015.
2014
  1. BA-Duy Dinh, DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, «Identifying change patterns of concept attributes in ontology evolution». ESWC - 11th Extended Semantic Web Conference, Crete, Greece, 2014. (acceptation rate 24%)
  2. ZAMBORLINI Veruska, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank, «A Conceptual Model for Detecting Interactions among Medical Recommendations in Clinical Guidelines: A case-study on multimorbidity». EKAW - 19th International Conference on Knowledge Engineering and Knowledge Management, Linköping, Sweden, 2014. (Acceptation rate 12%)
  3. ZAMBORLINI Veruska, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank, «Towards a Conceptual Model for Enhancing Reasoning about Clinical Guidelines: A case-study on Comorbidity». KR4HC - 6th Workshop on Knowledge Representation for Health Care, Vienna, Austria, 2014. (Acceptation rate 39%)
2013
  1. BEN ABACHA Asma, DA SILVEIRA Marcos, PRUSKI Cedric, « Une approche pour la validation du contenu d’une ontologie par un système à base de questions/réponses ». IC conference (at PFIA,13), Lille, France, 2013.
2012
  1. BONACIN Rodrigo, PRUSKI Cedric, DA SILVEIRA Marcos, « Careflow Personalization Services: Concepts and Tool for the Evaluation of Computer-Interpretable Guidelines ». Revised Selected Paper for Springer Series LNAI Vol. 6924, 2012, Riano, David; ten Teije, Annette; Miksch, Silvia (Eds.) (Acceptation rate 50%)
2011
  1. PRUSKI Cedric, BONACIN Rodrigo, DA SILVEIRA Marcos « Towards the Formalization of Guidelines Care Actions using Patterns and Semantic Web Technologies ». Lecture Notes in Computer Science, 2011, Volume 6747, Proceedings of 13th Artificial Intelligence in Medicine, Pages 302-306. (Acceptation rate 37%)

International Conferences

2016

  1. ZAMBORLINI Veruska, HU Qing, HUANG Zhisheng, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank «Knowledge-driven paper retrieval to support updating of clinical guidelines». In Proceedings of the International Joint Workshop KR4HC 2016 - ProHealth 2016, pages 57 - 70, Munich, Germany, 2016.
  2. MEZGHANI Emna, DA SILVEIRA Marcos, PRUSKI Cédric, EXPOSITO Ernesto, DRIRA Khalil. «An Ontology-driven Adaptive System for the Patient Treatment Management». The Twenty-Eighth International Conference on Software Engineering and Knowledge Engineering (SEKE), San Francisco, USA, 2016.
  3. ZAMBORLINI Veruska, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank, «Generalizing the Detection of Internal and External Interactions in Clinical Guidelines». In Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5: HEALTHINF, pages 105-116, Rome, Italy, 2016 (Best student paper award)

2015

  1. ZAMBORLINI Veruska, DA SILVEIRA Marcos, PRUSKI Cédric, TEN TEIJE Annette, VAN HARMELEN Frank, «Analyzing Recommendations Interactions in Clinical Guidelines: Impact of action type hierarchies and causation beliefs». Proceedings of 15th Conference on Artificial Intelligence in Medicine, LNAI 9105, pp. 317-327, Pavia, Italy, 2015 (acceptance rate of 25%).
  2. RUDEK Marcelo, CAMPANA MENDES Gustavo, CANCIGLIERI Osiris, DA SILVEIRA Marcos «Skull failure correction modelling method by symmetry mirroring». 45th International Conference on Computers & Industrial Engineering, Metz, France, 2015.
  3. GUMIEL Yohan, RUDEK Marcelo, BICHINHO Gerson L., DA SILVEIRA Marcos, CANCIGLIERI Osiris, «Anatomic prosthesis modelling based on Descriptors by Cubic Bezier Curves». 45th International Conference on Computers & Industrial Engineering, Metz, France, 2015.

2014

  1. DOS REIS Julio C., DA SILVEIRA Marcos, BA-Duy Dinh, PRUSKI Cédric, REYNAUD-DELAITRE Chantal, «Requirements for Implementing Mappings Adaptation Systems». Web2Touch 2014 Modelling The Collaborative Web Knowledge, Conference Track@ the 23rd WETICE Conference. (Acceptation rate 62%)

2013

  1. DOS REIS Julio C., PRUSKI Cédric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, «Characterizing Semantic Mappings Adaptation via Biomedical KOS Evolution: A Case Study Investigating SNOMED CT and ICD». AMIA - Annual Symposium of the American Medical Informatics Association, Washington, USA, 2013 (Acceptation rate 34%)
  2. DOS REIS Julio C., BA-Duy Dinh, PRUSKI Cedric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, «Mapping Adaptation Actions for the Automatic Reconciliation of Dynamic Ontologies». CIKM - ACM Conference of Information and Knowledge Management, San Francisco, USA, 2013. (acceptation rate 16%)
  3. BA-Duy Dinh, DOS REIS Julio C., DA SILVEIRA Marcos, PRUSKI Cedric, REYNAUD-DELAITRE Chantal, «Identification des informations conceptuelles définissant un alignement entre ontologies médicales». II Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2013), Lille (France), 2013 (PDF)
  4. BEN ABACHA Asma, DA SILVEIRA Marcos, PRUSKI Cedric, « Medical Ontology Validation Through Question Answering ». 14th Artificial Intelligence in Medicine, Murcia, Spain, 2013. (acceptation rate 52%)
  5. DOS REIS Julio C., PRUSKI Cedric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal, «Analyzing the Evolution of Semantic Correspondences between SNOMED CT and ICD-9-CM». Med-e-tel, Luxembourg, 2013

2012

  1. DOS REIS Julio C., PRUSKI Cedric, DA SILVEIRA Marcos, REYNAUD Chantal,« Analyzing and Supporting the Mapping Maintenance Problem in Biomedical Knowledge Organization Systems ». ESWC 2012, Workshop on Semantic Interoperability in Medical Informatics, Heraklion (Crete), Greece, 2012
  2. DOS REIS Julio C., PRUSKI Cedric, DA SILVEIRA Marcos, REYNAUD-DELAITRE Chantal,« Vers une approche automatique pour la maintenance des mappings entre ressources termino-ontologiques du domaine de la santé ». Proceedings of the french workshop on IC pour l'Interopérabilté Sémantique dans les applications en e-Santé, Paris (France), 2012

2011

  1. BONACIN Rodrigo, PRUSKI Cedric, DA SILVEIRA Marcos, « Careflow Personalization Services: Concepts and Tool for the Evaluation of Computer-Interpretable Guidelines ». Proceedings of the 3rd International Workshop on Knowledge Representation for Health Care (KR4HC 2011), Bled, (Slovenia), 2011
  2. BENZSCHAWEL Stefan, DA SILVEIRA Marcos « Protecting Patient Privacy when Sharing Medical Data ». eTELEMED 2011, The Third International Conference on eHealth, Telemedicine, and Social Medicine, Guadeloupe, 2011
  3. DA SILVEIRA Marcos, BONACIN Rodrigo, PRUSKI Cedric, « Toward an adaptive computer-interpretable clinical guideline for personalization of treatments ». Published in Med-e-Tel 2011, The International Educational and Networking Forum for eHealth, Telemedicine and Health ICT, 6-8 April.

2010

  1. BONACIN Rodrigo, DA SILVEIRA Marcos, PRUSKI Cedric, « From Medical Guidelines to Personalized Careflows: the iCareflow Ontological Framework ». Proceedings of the The 23RD IEEE International Symposium on Computer-Based Medical Systems (CBMS 2010), IEEE Computer Society, 12-15 Oct., 2010, Perth, Australia (Acceptation rate 45%)
  2. PRUSKI Cedric; WISNIEWSKI, François; DA SILVEIRA, Marcos (2010). « Barriers to overcome for the Implementation of Integrated eHealth Solution in Luxembourg », Published in eChallenge 2010 Conference, 27-29 Octobre, Warsaw, Poland.
  3. DA SILVEIRA, Marcos; WISNIEWSKI, François; PRUSKI Cedric (2010). « Toward the Implementation of Integrated eHealth Solution: the Luxembourgish Experience », Published in Med-e-Tel 2010, The International Educational and Networking Forum for eHealth, Telemedicine and Health ICT, 14-16 April.
  4. BENZSCHAWEL, Stefan; ZIMMERMANN, Heiko; DA SILVEIRA, Marcos; ROTH, Uwe; JAHNEN, Andreas (2010). « IT infrastructure for National Electronic Health Records in Luxembourg – Acceptance occurs when benefits outweigh disadvantages ». Published in Med-e-Tel 2010, The International Educational and Networking Forum for eHealth, Telemedicine and Health ICT, 14-16 April.

2009 and before

  1. DA SILVEIRA, Marcos; GUELFI, Nicolas (2009). « The concept of a platform for remote monitoring patient’s health state ». Published in Med-e-Tel 2009, The International Educational and Networking Forum for eHealth, Telemedicine and Health ICT, 1-3 April.
  2. DA SILVEIRA, Marcos; GUELFI, Nicolas (2008). « RESIST: A Platform to Support Medical Web-Services: A Case Study». Med-e-Tel 2008, The International Educational and Networking Forum for eHealth, Telemedicine and Health ICT. 16-18 April 2008.
  3. DA SILVEIRA, Marcos; GUELFI, Nicolas; BALDACCHINO, Jerry-David; PLUMER, Pierre; SEIL, Marc; WIENCKE, Anke (2008). « A survey of interoperability in e-Health systems: The European approach ». HealthInfo 2008, International Conference on Health Informatics, Funchal, 28-31 January, 2008.
  4. DA SILVEIRA, Marcos; GUELFI, Nicolas (2008). « Exploiting Service Oriented Architectures for the Design of e-Health systems ». HealthInfo 2008, International Conference on Health Informatics, Funchal, 28-31 January, 2008.
  5. DA SILVEIRA, Marcos; COMBACAU, Michel; PORTELA, Eduardo (2005). « Redundant Information Analysis in a Decomposed Petri Net Model ». International Conference on Computational Intelligence for Modeling Control and Automation, Vienne, Austria.
  6. PORTELA, Eduardo; BUSETTI DE PAULA, Marco; DA SILVEIRA, Marcos (2004). « A Methodology for Modeling the Control of a Mechatronic Manufacturing Cell ». Mechatronics2004. 9th Mechatronics Forum International Conference, Ankara, Turkey.
  7. PORTELA, Eduardo; BUSETTI DE PAULA, Marco; DA SILVEIRA, Marcos (2004). « Reutilization of Control Software Modules in Design of Automated Manufacturing Systems ». COA 2004. 7th IFAC Symposium on Cost Oriented Automation, Ottawa, Canada.
  8. PORTELA, Eduardo; BUSETTI DE PAULA, Marco; DA SILVEIRA, Marcos (2004). « An approach to the Development Cycle of Automated Manufacturing Systems ». COA 2004. 7th IFAC Symposium on Cost Oriented Automation, Ottawa, Canada.
  9. LOURES, Eduardo Rocha; SILVEIRA, Marcos Renato; BUSETTI, Marco (2003). « Enhancing control engineering education using a CACSD didactic environment ». SMC 2003. International Conference on Systems, Man and Cybernetics, Washington, USA.
  10. DA SILVEIRA, Marcos; COMBACAU, Michel (2003). « Distribution de modèles à événements discrets : une procédure systématique basée sur les réseaux Petri ». MSR03 - 4ème Colloque Francophone sur la Modélisation des Systèmes Réactifs, France.
  11. DA SILVEIRA, Marcos Renato; COMBACAU, Michel; SUBIAS, Audine (2002). « From Centralized to Distributed Models: A Systematic Procedure Based on Petri Nets ». SMC 2002. International Conference on Systems, Man and Cybernetics, Hammamet, Tunisia.
  12. DA SILVEIRA, Marcos Renato; COMBACAU, Michel (2002). « Supervision and Control of Heterarchical Discrete Event Systems: The LAAS Approach ». XIV - Brazilian Congress of Automatic (CBA’02), September 2002, Natal, Brazil.
  13. DA SILVEIRA, Marcos, COMBACAU, Michel (2002). « La distribution des modèles centralises: Une procédure systématique basée sur les réseaux de Petri ». 3ème Congrès des Doctorant de Toulouse, May 2002, Toulouse, France.
  14. DA SILVEIRA, Marcos Renato; COMBACAU, Michel; BOUFAIED, Amine (2001). « Prognosis and Recovery Evaluation in Flexible Manufacturing Systems Supervision ». IEPM 2001, International Conference on Industrial Engineering and Production Management. Québec, Canada.
  15. SILVEIRA, Marcos Renato; ARRUDA, Lúcia Valéria R. (1999). « Integration of Computer Science Concepts into A Control and Automation Teaching Methodology: The Conception of A Didactic Laboratory ». IFAC WORLD 1999. 14th World Congress of International Federation of Automatic Control, Beijing, China.
  16. SILVEIRA, Marcos Renato; ARRUDA, Lúcia Valéria R. (1998). « Development of a multimedia system to elaboration and presentation of Lessons in Automatic Control». III Congress of Research and Development of Software for Education Support, July 1998, Évora, Portugal.
  17. SILVEIRA, Marcos Renato; ARRUDA, Lúcia Valéria R. (1998). « Integration of new technologies and methods of computer-aided education ». Congresso Ibero-Automatic de Informática na Educação, November 1998, Brasília, Brazil.

  18. SILVEIRA, Marcos Renato; ARRUDA, Lúcia Valéria R.; LOURES, Eduardo F. Rocha (1998). « Utilisação de computadores no Ensino de Controle : qual é a vantage?». XII Brazilian Congress of Automatic (CBA’98), September 1998, Uberlândia, Brazil.
  19. SILVEIRA, Marcos Renato, ARRUDA, Lúcia Valéria R. (1997). « ACONSYS – Systema para a elaboração de cursos de Controle ». VIII Brazilian Congress of Education in Informatics (SBIE’97), November 1997, São José dos Campos, Brazil.
  20. SILVEIRA, Marcos Renato; BUSETTI de Paula, Marco Antônio; LOURES, Eduardo F. Rocha (1995). « LEPEC - Laboratório de Ensino e Pesquisa em Energia e Controle: uma Proposta de Integração ». XXIII Brazilian Congress of Engineering Teaching, 8 -11 / 10 / 95, Recife, Brazil.

Recent Program Committee Member

ASOCA 2016: PC Member
eTelemed'16: PC Member
eTelemed'15: PC Member
WETICE'16: PC Member
WETICE'15: PC Member
ICCCN15: PC Member
SERA15: PC Member
W2T 2015 : PC Member
W2T 2014 : chair, proceedings manager
W2T 2012 : chair, proceedings manager
W2T 2010 : chair, proceedings manager
W2T 2009 : chair, proceedings manager
CAL 2010 : PC member
AROSA 2014 : PC member
AROSA 2013 : PC member
AROSA 2012 : PC member
AROSA 2011 : PC member

team/marcos.dasilveira.txt · Last modified: 2016/07/27 13:43 by Marcos Da Silveira
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